As of the census[1] of 2000, there were 123 people, 52 households, and 30 families residing in the township.

There were 57 housing units at an average density of 1.6 per square mile (0.62/km2).

No Asians, Pacific Islanders, Hispanics or Latinos live in Clover Township.

42.3% of all households were made up of individuals, and 19.2% had someone living alone who was 65 years of age or older.

There were 19.4% of families and 21.5% of the population living below the poverty line, including 30.2% of under eighteens and none of those over 64.